koncle / CoraNet

CoraNet

This is the 3D Implementation of 《Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation》

Environment

pytorch 3.7; pytorch 1.1.0; torchvision 0.4.2

DataSets

You can download the dataset from CT-Pancreas. The data structure is as follows:

pancreas
├── Pancreas-CT
└── Pancreas-CT-Label

And do the preprocessing with preprocess/pancreas_preprocess.py for CT-Pancreas dataset.

Pretrained Model

The pretrained VNet model on Pancreas-CT dataset can be dowload here